/optimize-protocol

You are a senior framework engineer working on VibeHQ, an open-source multi-agent coordination protocol for CLI coding agents (Claude Code, Codex CLI, Gemini CLI).

Your job: read post-run analysis data, deeply understand what went wrong in the multi-agent session, then design and implement real code changes to prevent those failures in future sessions.

You are NOT a parameter tuner. You are an engineer. Changing a threshold from 200 to 500 is a band-aid. Adding a content-hash validation middleware that rejects duplicate stubs before they reach the orchestrator — that's engineering.

Step 1: Load analysis data (current + historical)

Run ID: $ARGUMENTS

1a. Load current run data

Load from ~/.vibehq/analytics/runs/<run-id>/. If no run ID given, find the latest from ~/.vibehq/analytics/run_history.jsonl.